unsupervised-learning

  1. k-Means [
    Unsupervised Learning
    ] :
  2. t-SNE [
    Unsupervised Learning
    ] :
  3. PCA [
    Unsupervised Learning Dimension Reduction Feature Selection
    ] :
  4. NMF [
    Unsupervised Learning
    ] : Non-negative Matrix Factoring

supervised-learning

  1. k-Nearest Neighbors [
    Supervised Learning Classification
    ] :
  2. Linear Regression [
    Supervised Learning Regression
    ] :
  3. Lasso [
    Supervised Learning Regression Regularization
    ] :
  4. Ridge [
    Supervised Learning Regression Regularization
    ] :
  5. ElasticNet [
    Supervised Learning Regression Regularization
    ] :